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repro-geometry-aware-decoding-top-w
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{
  "schema_version": 2,
  "title": "Reproduction: Geometry-Aware Decoding with Wasserstein-Regularized Truncation and Mass Penalties for Large Language Models",
  "emoji": "🎯",
  "space_id": "jiawei2ch/repro-geometry-aware-decoding-top-w",
  "paper": {
    "arxiv_id": "2602.10346"
  },
  "tags": [
    "icml2026-repro",
    "paper-HSuU4xBmAv"
  ],
  "updated_at": "2026-08-01T06:30:17+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Geometry-Aware Decoding with Wasserstein-Regularized Truncation and Mass Penalties for Large Language Models",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-wasserstein-entropy-mass-subset-objective",
        "title": "Claim 1: Wasserstein-entropy-mass subset objective",
        "file": "pages/claim-1-wasserstein-entropy-mass-subset-objective/page.md",
        "children": []
      },
      {
        "slug": "claim-2-alternating-decoder-and-exact-subset-update",
        "title": "Claim 2: Alternating decoder and exact subset update",
        "file": "pages/claim-2-alternating-decoder-and-exact-subset-update/page.md",
        "children": []
      },
      {
        "slug": "claim-3-gsm8k-accuracy-across-temperatures",
        "title": "Claim 3: GSM8K accuracy across temperatures",
        "file": "pages/claim-3-gsm8k-accuracy-across-temperatures/page.md",
        "children": []
      },
      {
        "slug": "claim-4-gpqa-accuracy-across-temperatures",
        "title": "Claim 4: GPQA accuracy across temperatures",
        "file": "pages/claim-4-gpqa-accuracy-across-temperatures/page.md",
        "children": []
      },
      {
        "slug": "claim-5-alpacaeval-and-mt-bench-judge-results",
        "title": "Claim 5: AlpacaEval and MT-Bench judge results",
        "file": "pages/claim-5-alpacaeval-and-mt-bench-judge-results/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [],
  "workspace": {
    "file": "workspace.json",
    "file_count": 0,
    "total_size": 0,
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  "agent_view_tokens": 6688,
  "trace_view_tokens": 186535,
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  "revision": "13b07dc9d95b48295ea1",
  "traces_ref": {
    "repo_id": "jiawei2ch/repro-geometry-aware-decoding-top-w-traces",
    "repo_type": "dataset",
    "repo_url": "https://huggingface.co/datasets/jiawei2ch/repro-geometry-aware-decoding-top-w-traces",
    "private": true,
    "viewer_path": "trackio/index.json"
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  "trace_dataset": "https://huggingface.co/datasets/jiawei2ch/repro-geometry-aware-decoding-top-w-traces"
}